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CNCF-hosted Co-located Events Europe 2025 taking place on 1 April. This event is happening in person at Excel London in London, England.

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⚡ Lightning Talk: Kubeflow Profiles Automation for Declarative User-management at Scale - Kimonas Sotirchos & Manos Vlassis, Canonical
Tuesday April 1, 2025 17:00 - 17:10 BST
Level 1 | Hall Entrance N10 | Room E
Managing users in platforms on top of Kubernetes, like Kubeflow, is always challenging.

The source of truth is usually defined in an OIDC Provider, yet necessary changes need to be applied in the cluster to reflect the corresponding permissions.

In this talk we'll explore how in Canonical we managed to bridge the gap between defining users in one place, an OIDC Provider, and reflecting the corresponding changes to Kubeflow's Profiles and their contributors.

Lastly we'll also cover how the above solution should be generalised and be a more Kubeflow-native implementation and further establish best-practices and reduce the moving pieces. From Istio and K8s RBAC resources, all the way to performing efficient group support in Kubeflow.
Speakers
avatar for Kimonas Sotirchos

Kimonas Sotirchos

Software Engineer, Canonical
Kimonas Sotirchos is the Senior Software Engineer responsible for driving all AI/ML and MLOps engineering initiatives at Canonical. Believing that open source will always prevail the test of time, he is actively keeping up to date with the latest open source landscape. Kimonas... Read More →
avatar for Manos Vlassis

Manos Vlassis

Software Engineer, Canonical
Manos is a Software Engineer at Canonical, focusing on MLOps. He strongly believes in the power of Open Source, and advocates for the democratization of knowledge. His goal is to continuously make AI and ML more accessible and efficient. Manos also has a keen interest in open... Read More →
Tuesday April 1, 2025 17:00 - 17:10 BST
Level 1 | Hall Entrance N10 | Room E
  Kubeflow Summit, Best practices for Cloud Native AI infrastructure

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